Process and Data Science Group

• Wil M. P. van der Aalst

  Schiller International University · Fraunhofer Institute for Applied Information Technology Business, Management and Accounting
  103k

  citations

  148

  h-index

  472

  Aachen papers
• Gyunam Park

  Fraunhofer Institute for Applied Information Technology · Eindhoven University of Technology Business, Management and Accounting
  1.07k

  citations

  19

  h-index

  49

  Aachen papers
• Alessandro Berti

  RWTH Aachen University Business, Management and Accounting
  872

  citations

  14

  h-index

  80

  Aachen papers
• Tian Li

  Chongqing University of Posts and Telecommunications · State Grid Corporation of China (China) Business, Management and Accounting
  677

  citations

  11

  h-index

  4

  Aachen papers
• Merih Seran Uysal

  RWTH Aachen University Computer Science
  645

  citations

  13

  h-index

  27

  Aachen papers
• Marco Pegoraro

  RWTH Aachen University Business, Management and Accounting
  543

  citations

  9

  h-index

  48

  Aachen papers
• Majid Rafiei

  Systems, Applications & Products in Data Processing (Germany) · RWTH Aachen University Business, Management and Accounting
  449

  citations

  13

  h-index

  41

  Aachen papers
• Jan Niklas Adams

  RWTH Aachen University Business, Management and Accounting
  376

  citations

  12

  h-index

  30

  Aachen papers
• Mahsa Pourbafrani

  RWTH Aachen University Business, Management and Accounting
  313

  citations

  11

  h-index

  45

  Aachen papers
• Tobias Brockhoff

  RWTH Aachen University Business, Management and Accounting
  284

  citations

  7

  h-index

  24

  Aachen papers
• Janik-Vasily Benzin

  Technical University of Munich Business, Management and Accounting
  184

  citations

  6

  h-index

  1

  Aachen papers
• Mahnaz Sadat Qafari

  RWTH Aachen University Business, Management and Accounting
  127

  citations

  7

  h-index

  9

  Aachen papers
• Johannes Günter Herforth

  University of Luxembourg Computer Science
  23

  citations

  2

  h-index

  2

  Aachen papers
• Bianka Bakullari

  Business, Management and Accounting
  13

  citations

  2

  h-index

  6

  Aachen papers
• Minh Phan Nghia

  Fraunhofer Institute for Applied Information Technology · RWTH Aachen University Computer Science
  3

  citations

  1

  h-index

  2

  Aachen papers

15 results

• Privacy-Preserving Process Mining in Healthcare

  2020 International Journal of Environmental Research and Public Health article Business, Management and Accounting Business Process Modeling and Analysis Open access

  95

  citations
• OC-PM: analyzing object-centric event logs and process models

  2022 International Journal on Software Tools for Technology Transfer article Business, Management and Accounting Business Process Modeling and Analysis Open access cited by 1 patent

  54

  citations
• Realizing A Digital Twin of An Organization Using Action-oriented Process Mining

  2021 International Conference on Process Mining (ICPM) conference-paper Business, Management and Accounting Business Process Modeling and Analysis

  36

  citations
• A Novel Token-Based Replay Technique to Speed Up Conformance Checking and Process Enhancement

  2021 Lecture notes in computer science conference-paper Business, Management and Accounting Business Process Modeling and Analysis Open access

  35

  citations
• Discovering System Dynamics Simulation Models Using Process Mining

  2022 IEEE Access article Business, Management and Accounting Business Process Modeling and Analysis Open access

  28

  citations
• Action-oriented process mining: bridging the gap between insights and actions

  2022 Progress in Artificial Intelligence article Business, Management and Accounting Business Process Modeling and Analysis Open access

  24

  citations
• An Event Data Extraction Approach from SAP ERP for Process Mining

  2022 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis Open access

  21

  citations
• Leveraging machine learning for automatic topic discovery and forecasting of process mining research: A literature review

  2023 Expert Systems with Applications article Business, Management and Accounting Business Process Modeling and Analysis

  21

  citations
• Process Mining of Mining Processes: Analyzing Longwall Coal Excavation Using Event Data

  2024 IEEE Transactions on Systems Man and Cybernetics Systems article Business, Management and Accounting Business Process Modeling and Analysis

  18

  citations
• A General Framework for Action-Oriented Process Mining

  2020 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis

  17

  citations
• A generic approach to extract object-centric event data from databases supporting SAP ERP

  2023 Journal of Intelligent Information Systems article Business, Management and Accounting Business Process Modeling and Analysis Open access

  17

  citations
• Optimizing Resource Allocation Based on Predictive Process Monitoring

  2023 IEEE Access article Business, Management and Accounting Business Process Modeling and Analysis Open access cited by 1 patent

  17

  citations
• Graph-based feature extraction on object-centric event logs

  2023 International Journal of Data Science and Analytics article Business, Management and Accounting Business Process Modeling and Analysis Open access

  15

  citations
• Operational process monitoring: An object-centric approach

  2024 Computers in Industry article Business, Management and Accounting Business Process Modeling and Analysis Open access

  14

  citations
• OPerA: Object-Centric Performance Analysis

  2022 Lecture notes in computer science conference-paper Business, Management and Accounting Business Process Modeling and Analysis Open access

  13

  citations
• Monitoring Constraints in Business Processes Using Object-Centric Constraint Graphs

  2023 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis Open access

  12

  citations
• Analyzing interconnected processes: using object-centric process mining to analyze procurement processes

  2023 International Journal of Data Science and Analytics article Business, Management and Accounting Business Process Modeling and Analysis Open access

  11

  citations
• Data-Driven Simulation In Process Mining: Introducing A Reference Model

  2023 conference-paper Business, Management and Accounting Business Process Modeling and Analysis Open access

  11

  citations
• Wasserstein Weight Estimation for Stochastic Petri Nets

  2024 International Conference on Process Mining (ICPM) conference-paper Business, Management and Accounting Business Process Modeling and Analysis

  10

  citations
• Detecting Context-Aware Deviations in Process Executions

  2022 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis Open access

  10

  citations